From Finding Bugs to Fixing Them: How Far Has AI Vulnerability Remediation Come?Aug 26, 2026·13 min read
Agent skills in security engineering: encoding the vulnerability triage loopAutomating the ambiguous parts of vulnerability management with Agent skillsAug 31, 2026·10 min read
Adapting Matt Pocock's grill-with-docs skill to create a Threat Modeling skillMay 23, 2026·5 min read
One MCP Server Over Six Scanners: Security Posture as a Queryable APIBuilding a normalised finding schema across six scanners and an MCP layer that lets developers, security engineers, and CI pipelines query, fix, and verify vulnerabilities, all from the tools they already have open.May 19, 2026·33 min read
Pipeline Security and Supply Chain Risk: Closing the Gap Between AppSec and CloudSecWhy the assumption that CI/CD is a trusted internal tool has already cost organisations dearlyMay 19, 2026·12 min read
Attacking Kubernetes: Offensive Recon and Attack Path Analysis with CDK, Kubehound, and KubescapePart 1 - Lab setup, attacker simulation, and finding exploitable misconfigurationsMay 14, 2026·12 min read
Securing AI Models: Understanding Threats and Testing StrategiesSecuring AI: Microsoft Shares Key Research FindingsAug 24, 2025·5 min read
A Comprehensive Guide to the EU Cyber Resilience Act (CRA) for ManufacturersEU Cyber Resilience Act Explained by a Cybersecurity ProfessionalAug 23, 2025·10 min read
AppSec Is Drowning in Noise — What Are We Actually Protecting?Introduction Application security was supposed to be a safety net. Lately, it feels more like quicksand. Modern AppSec teams are swamped by an endless stream of alerts. The report found on thehackernews.com prompted me to think about this issue (http...Jun 2, 2025·4 min read
